{"id":"W3158989980","doi":"10.1016/j.chest.2021.04.039","title":"Global Physiology and Pathophysiology of Cough","year":2021,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Australian Research Council; Medical Research Council; College of Veterinary Medicine, University of Florida; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; University of Queensland; Geisinger Commonwealth School of Medicine; Queen's University Belfast; Cystic Fibrosis Foundation; University of Auckland; University of Manchester; King's College London; National Institutes of Health; Shionogi; University of Melbourne; Queen's University; Creighton University; University of Leicester; National Institute for Health and Care Research; University at Buffalo; University of Alberta; Wellcome Trust; Boehringer Ingelheim; Hunter Medical Research Institute; National Health and Medical Research Council; AstraZeneca; Chiesi Farmaceutici; Mayo Clinic; Merck; GlaxoSmithKline","keywords":"Medicine; Pathophysiology; Intensive care medicine; Respiratory physiology; Physiology; Pathology; Internal medicine; Respiratory system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363343,0.0002540666,0.002069039,0.00009235464,0.00008072747,0.00001532143,0.0001566723,0.0005577655,0.0003604624],"category_scores_gemma":[0.0001948417,0.0001706795,0.0004831488,0.0003175986,0.0002789141,0.00003412119,0.0001152432,0.001147688,0.00001973592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009006845,"about_ca_system_score_gemma":0.001257517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001243121,"about_ca_topic_score_gemma":2.066999e-7,"domain_scores_codex":[0.9981772,0.0003951903,0.0006190487,0.0002782884,0.000224149,0.000306158],"domain_scores_gemma":[0.9987475,0.0001288189,0.0003724569,0.0002806595,0.0002328499,0.0002377575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003618118,0.0001058974,0.0000216116,0.01589288,0.0004963631,0.0009276259,0.00001771033,3.124089e-7,0.0001117325,0.0001195443,0.001255371,0.9810148],"study_design_scores_gemma":[0.0004682059,0.0003901392,0.0003016506,0.008570311,0.0007053982,0.005437216,0.00002460432,8.82641e-7,0.000006663168,0.0002842521,0.9836754,0.0001353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008867052,0.9976391,0.00001002757,0.00003606991,0.0002645559,0.0001719943,0.00001759286,0.000006615266,0.0009673507],"genre_scores_gemma":[0.00008686104,0.9988103,0.0001134458,0.00008325904,0.0006407828,0.000007426781,0.00002517228,0.00002070989,0.0002120281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.98242,"threshold_uncertainty_score":0.6960109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07799128279584566,"score_gpt":0.4062813671069255,"score_spread":0.3282900843110798,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}